Update README.md

Author: dclaro

README.md

@@ -1,33 +1,34 @@
-# PTOIE-Dep
-PTOIE-Dep is an Open Information Extractor for Portuguese language that employs Dependence Parser and Part of Speech Tagger models with Stanford CoreNLP.
+# DPToie-Python
+DPToie-Python  is an Open Information Extractor for Portuguese language that employs Dependence Parser and Part of Speech Tagger models with Universal Dependencies.
 
 ## This project contains:
-- PTOIE-Dep source code is in Python.
-- Dependence Parser and Part of Speech Tagger models trained with Stanford CoreNLP.
+- DPToie-Python source code is in Python.
+- Dependence Parser and Part of Speech Tagger models trained with Spacy Dependency.
 
 ## Prerequisites to run from source code
 - [Dataset CETEN200, WIKI200 and models](https://drive.google.com/file/d/11ktTybvwMBAVWch4ZKaGSkO22q_iTBKK/view?usp=sharing)
 
 ## How to use
-To run the PTOIE-Dep
+To run the DPToie-Python
 ```
-PTOIE-Dep is independent of dependency parser, so it can receive annotated sentences with other dependency parsers, as long as they are in ConLL-U format with the same tagsets of [the Google treebank Treebanks Universal V2,1](https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-2515#show-files).
+DPToie-Python is independent of dependency parser, so it can receive annotated sentences with other dependency parsers, as long as they are in ConLL-U format with the same tagsets of [the Google treebank Treebanks Universal V2,1](https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-2515#show-files).
 
-To run PTOIE-Dep from a dependency tree in ConLL-U format
+To run DPToie-Python from a dependency tree in ConLL-U format
 ```
 py ...
 ```
 ## Contributing
 [Please use the GitHub issue tracker](https://github.com/FORMAS/DptOIE/issues)
 
 ## Authors
+* Andre Walker
 * Rafael Glauber
 * [Daniela Barreiro Claro](http://formas.ufba.br/dclaro/)
 
 ## How to cite
 If you find this repo helpful, please consider citing:
 ```
-@Article{Glauber2022,
+@Article{dptoie2025,
 author={xxx
 xxx},
 title={xxxx},